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Single-Round Clustered Federated Learning via Data Collaboration Analysis for Non-IID Data
Arxiv
0+阅读 · 6月15日
pFedUL: Layer-Aware Federated Unlearning for Personalized Federated Learning
Arxiv
0+阅读 · 6月15日
DPDL: Towards Differential Privacy Preservation in Decentralized Stochastic Learning on Non-IID Data
Arxiv
0+阅读 · 6月3日
FedBiCross: Personalized One-Shot Federated Learning on Medical Images
Arxiv
0+阅读 · 6月11日
Asymptotic Theory and Sequential Testing for Adaptive Bandits
Arxiv
0+阅读 · 5月30日
Enhancing Robustness of Federated Learning via Server Learning
Arxiv
0+阅读 · 4月3日
Tackling Non-IIDness in HAPS-Aided Federated Learning
Arxiv
0+阅读 · 4月2日
A Law of Large Numbers with Convergence Rate based on Nonlinear Expectation Theory and Its Application to Communication Detection
Arxiv
0+阅读 · 3月24日
FedPBS: Proximal-Balanced Scaling Federated Learning Model for Robust Personalized Training for Non-IID Data
Arxiv
0+阅读 · 3月24日
FederatedFactory: Generative One-Shot Learning for Extremely Non-IID Distributed Scenarios
Arxiv
0+阅读 · 3月17日
FedPBS: Proximal-Balanced Scaling Federated Learning Model for Robust Personalized Training for Non-IID Data
Arxiv
0+阅读 · 3月14日
Clust-PSI-PFL: A Population Stability Index Approach for Clustered Non-IID Personalized Federated Learning
Arxiv
0+阅读 · 2月20日
Parallel Split Learning with Global Sampling
Arxiv
0+阅读 · 3月5日
FedLECC: Cluster- and Loss-Guided Client Selection for Federated Learning under Non-IID Data
Arxiv
0+阅读 · 3月9日
PTOPOFL: Privacy-Preserving Personalised Federated Learning via Persistent Homology
Arxiv
0+阅读 · 3月4日
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